real-time-intelligence

Accelerator for building a Microsoft Fabric data platform with reusable components and an ELT orchestration framework. Automates up to 80% of Bronze and Silver layer processing, so you can focus on business insights in the Gold layer.

This solution accelerator provides the architecture and working solution for real-time intelligence for operations. Key features include real-time dashboard, anomaly detection, and fabric data agent.

Open-source community study guide for Microsoft DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric. Aligned to the July 2026 blueprint. Covers Fabric lakehouses, warehouses, Real-Time Intelligence, PySpark, KQL, and more.

Void Dynamics Model (VDM): A two branch framework unifying a real-time cognitive substrate runtime with a rigorous metriplectic-dynamics QGT lattice framework for physics. Lineage: AMN -> FUM -> VDM

Demo resources for building real-time event-driven apps and agents using Microsoft Fabric Real-Time Intelligence — Eventstreams, Eventhouses, Activator, and MCP servers. From Microsoft Build 2026.

Live event operations demo on Microsoft Fabric — real-time telemetry (Eventhouse/KQL), ontology graph, Data Agent and embedded operations portal

How to build a Medallion design pattern using Fabric Real-Time Intelligence - cloned during Data Saturday Gothernburg

Network operations agent demo on Microsoft Fabric — real-time telemetry (Eventhouse/KQL), ontology graph, Data Agent and Direct Lake semantic model

MS Fabric Advanced Real-time intelligence used by the Fabric Partner workshop

Example of how to perform CI/CD for Real-Time Intelligence in Microsoft Fabric with the fab deploy command in Azure DevOps

Production-style Microsoft Fabric + Power BI adoption platform for a synthetic UK healthcare enterprise, covering OneLake, Lakehouse, Warehouse, semantic models, Real-Time Intelligence, governance, security, CI/CD, observability and phased modernisation.

Materials from Data Saturday Gothenburg

Sanitized Microsoft Fabric Eventhouse/KQL observability and anomaly-signal package

Reference implementation for multi-instance SQL Server CDC with Microsoft Fabric Real-Time Intelligence

Microsoft Fabric 8-week deep learning plan with hands-on labs, deep dives (Mirroring, Data Agents, Fabric IQ, MCP), competitive comparison vs Databricks/Snowflake, Databricks coexistence playbook, and ready-to-import ICS calendar.

An enterprise-grade, real-time financial compliance anomaly detection platform built with Microsoft Fabric, PySpark, scikit-learn, MLflow, and Power BI Direct Lake. Features Isolation Forest scoring, TreeSHAP regulatory explainability (SR 11-7), Fabric Activator alerts, and risk governance.

100% Fabric-native demo of agentic Industrial IoT: Real-Time Intelligence (Eventstream + Eventhouse/KQL), Lakehouse, ontology/semantic model and MCP - predictive maintenance with an on-demand motor crash.

Real-Time Racing Intelligence: Harnessing Azure Data Explorer & Event Hubs for Forza Motorsport / F1 Telemetry

Non-WSQ DP-700 Microsoft Certified Fabric Data Engineer Associate Exam Prep (C1752): 4-day, 30-hour course with 21 hands-on Microsoft Fabric labs.

Zava Service Desk - Microsoft Fabric IQ demo: ontology + graph, Data Agent, Real-Time Intelligence (KQL, Activator), Direct Lake report and a Rayfin console, with a staged Foundry IQ contracts agent.